Is there evidence of multicollinearity

Assignment Help Operation Management

Reference no: EM132390088

The objective of the project is to use the dataset 'Factor-Hair-Revised.csv' to build an optimum regression model to predict satisfaction. You are expected to

· Perform exploratory data analysis on the dataset. Showcase some charts, graphs. Check for outliers and missing values

· Is there evidence of multicollinearity? Showcase your analysis

· Perform simple linear regression for the dependent variable with every independent variable

· Perform PCA/Factor analysis by extracting 4 factors. Interpret the output and name the Factors

· Perform Multiple linear regression with customer satisfaction as dependent variables and the four factors as independent variables. Comment on the Model output and validity. Your remarks should make it meaningful for everybody

Note: the calculations should be performed using R code. and should be provided in the report.

Reference no: EM132390088

Questions Cloud

Prepare your own resume using given sections : Prepare your own Resume. Your resume must consists of these three essential sections listed below. Identifying information. Education.

Differences between leaderships and management : Describe the differences between leaderships and management in the workforce that will create a positive work environments for nurses.

What is your leadership vision : What's your leadership vision? What's your vision for your group/team/organization? The response must be typed, single spaced, must be in times new roman font.

Describe the most challenging leadership : Describe the most challenging leadership/management that nurses are currently experiencing in today evolving health care industry.

Is there evidence of multicollinearity : Is there evidence of multicollinearity? Showcase your analysis. Perform simple linear regression for the dependent variable with every independent variable.

Describe the core values a leader must have : Describe the core values a leader or a nurse manager must have in today's health care industry. Write a 250-300 word paper using APA Format.

What clinical problem or issue the organization is facing : During your practicum, determine what clinical problem or issue the organization is facing. Discuss two implications for nursing. (First problem) Nursing short

What is the main issue for your organization : What is the main issue for your organization in addressing a solution to evidence-based nursing practice? Discuss what might be the first step in addressing.

Describe the significance and relevance of the problem : Describe the significance and relevance of the problem. What is the appropriate communication level for the target audience's educational experience in order.

User Account

All Pages